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URLhttps://openreview · 2017

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cs.AI 1

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2026 1

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UNVERDICTED 1

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ScreenSearch: Uncertainty-Aware OS Exploration

cs.AI · 2026-05-15 · unverdicted · novelty 6.0

ScreenSearch combines structural screen retrieval and deduplication with an ambiguity-aware PUCT graph-bandit to collect over 1M screenshots and 30K deduplicated states across 11 desktop applications, showing a novelty-ambiguity trade-off in exploration policies.

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  • ScreenSearch: Uncertainty-Aware OS Exploration cs.AI · 2026-05-15 · unverdicted · none · ref 7

    ScreenSearch combines structural screen retrieval and deduplication with an ambiguity-aware PUCT graph-bandit to collect over 1M screenshots and 30K deduplicated states across 11 desktop applications, showing a novelty-ambiguity trade-off in exploration policies.